{"id":31971,"date":"2025-07-01T03:02:45","date_gmt":"2025-06-30T19:02:45","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31971"},"modified":"2025-07-01T03:02:45","modified_gmt":"2025-06-30T19:02:45","slug":"recall-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/recall-2\/","title":{"rendered":"ReCall\uff1a\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5927\u6a21\u578b\u8fdb\u884c\u5de5\u5177\u8c03\u7528\u63a8\u7406"},"content":{"rendered":"<p>ReCall \u662f\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u65e8\u5728\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fdb\u884c\u5de5\u5177\u8c03\u7528\u548c\u63a8\u7406\uff0c\u65e0\u9700\u4f9d\u8d56\u76d1\u7763\u6570\u636e\u3002\u5b83\u8ba9\u6a21\u578b\u80fd\u591f\u81ea\u4e3b\u4f7f\u7528\u548c\u7ec4\u5408\u5916\u90e8\u5de5\u5177\uff0c\u5982\u641c\u7d22\u3001\u8ba1\u7b97\u5668\u7b49\uff0c\u89e3\u51b3\u590d\u6742\u4efb\u52a1\u3002ReCall \u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u5de5\u5177\uff0c\u9002\u5408\u5f00\u53d1\u901a\u7528\u667a\u80fd\u4f53\u3002\u9879\u76ee\u57fa\u4e8e Qwen2.5 \u6a21\u578b\uff0c\u63d0\u4f9b\u5408\u6210\u6570\u636e\u96c6 SynTool \u548c MuSiQue \u6570\u636e\u96c6\uff0c\u652f\u6301\u591a\u6b65\u4efb\u52a1\u63a8\u7406\u3002\u7528\u6237\u53ef\u901a\u8fc7 GitHub \u83b7\u53d6\u4ee3\u7801\u3001\u6570\u636e\u548c\u6587\u6863\uff0c\u5feb\u901f\u4e0a\u624b\u3002ReCall \u662f ReSearch \u7684\u5347\u7ea7\u7248\uff0c\u529f\u80fd\u66f4\u5168\u9762\uff0c\u9002\u7528\u4e8e\u591a\u573a\u666f\u5de5\u5177\u63a8\u7406\u5f00\u53d1\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/9e66a4f075a5d91.jpg\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u65e0\u9700\u76d1\u7763\u6570\u636e\uff0c\u652f\u6301\u81ea\u4e3b\u5de5\u5177\u8c03\u7528\u3002<\/li>\n<li>\u652f\u6301\u7528\u6237\u5b9a\u4e49\u4efb\u610f\u5de5\u5177\uff0c\u7075\u6d3b\u9002\u914d\u591a\u79cd\u4efb\u52a1\u573a\u666f\u3002<\/li>\n<li>\u63d0\u4f9b SynTool \u5408\u6210\u6570\u636e\u96c6\uff0c\u5305\u542b\u591a\u6837\u5316\u73af\u5883\u548c\u590d\u6742\u591a\u6b65\u4efb\u52a1\u3002<\/li>\n<li>\u96c6\u6210 FlashRAG \u8bc4\u4f30\u73af\u5883\uff0c\u7528\u4e8e\u591a\u8df3\u95ee\u7b54\u4efb\u52a1\u9a8c\u8bc1\u3002<\/li>\n<li>\u57fa\u4e8e FastAPI \u548c SGLang\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u6c99\u76d2\u548c\u6a21\u578b\u670d\u52a1\u3002<\/li>\n<li>\u652f\u6301 MuSiQue \u6570\u636e\u96c6\uff0c\u7ed3\u5408 Wikipedia \u641c\u7d22\u5de5\u5177\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\u3002<\/li>\n<li>\u63d0\u4f9b\u8be6\u7ec6\u811a\u672c\u548c\u6587\u6863\uff0c\u65b9\u4fbf\u7528\u6237\u81ea\u5b9a\u4e49\u6570\u636e\u548c\u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>ReCall \u662f\u4e00\u4e2a\u9762\u5411\u5f00\u53d1\u8005\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u514b\u9686\u4ee3\u7801\u3001\u5b89\u88c5\u4f9d\u8d56\u548c\u8fd0\u884c\u793a\u4f8b\u811a\u672c\u5feb\u901f\u4e0a\u624b\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u4f7f\u7528\u6307\u5357\uff0c\u6db5\u76d6\u5b89\u88c5\u3001\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c\u548c\u5f00\u53d1\u6d41\u7a0b\uff0c\u5e2e\u52a9\u7528\u6237\u4ece\u96f6\u5f00\u59cb\u4f7f\u7528 ReCall\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 ReCall \u4ed3\u5e93\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/Agent-RL\/ReCall.git\r\ncd ReCall\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\nReCall \u4f9d\u8d56 Python \u73af\u5883\uff0c\u63a8\u8350\u4f7f\u7528 Python 3.8 \u6216\u4ee5\u4e0a\u7248\u672c\u3002\u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip3 install -e .\r\npip3 install flash-attn --no-build-isolation\r\n<\/code><\/pre>\n<p>\u5982\u679c\u9700\u8981\u8fd0\u884c\u57fa\u4e8e FlashRAG \u7684 Wikipedia <a href=\"https:\/\/www.kdjingpai.com\/rag\/\">RAG<\/a> \u7cfb\u7edf\uff0c\u9700\u989d\u5916\u5b89\u88c5\u00a0<code>faiss-gpu<\/code>\uff1a<\/p>\n<pre><code>conda install -c pytorch -c nvidia faiss-gpu=1.8.0\r\n<\/code><\/pre>\n<p>\u4f9d\u8d56\u5305\u62ec\u00a0<code>transformers<\/code>\u3001<code>vllm==0.8.4<\/code>\u3001<code>sglang<\/code>\u00a0\u7b49\uff0c\u5b8c\u6574\u5217\u8868\u89c1\u00a0<code>setup.py<\/code>\u3002<\/li>\n<li><strong>\u4e0b\u8f7d\u9884\u5904\u7406\u6570\u636e<\/strong><br \/>\nReCall \u63d0\u4f9b\u9884\u5904\u7406\u7684 SynTool \u548c MuSiQue \u6570\u636e\u96c6\uff0c\u7528\u4e8e\u8bad\u7ec3\u548c\u8bc4\u4f30\u3002\u7528\u6237\u53ef\u76f4\u63a5\u4e0b\u8f7d\uff1a<\/p>\n<pre><code># \u8bbf\u95ee\u63d0\u4f9b\u7684\u4e0b\u8f7d\u94fe\u63a5\uff08\u89c1 GitHub README\uff09\r\n<\/code><\/pre>\n<p>\u6216\u8005\uff0c\u7528\u6237\u53ef\u8fd0\u884c\u00a0<code>data\/prepare_musique_recall.py<\/code> \u811a\u672c\uff0c\u81ea\u5b9a\u4e49\u751f\u6210 MuSiQue \u6570\u636e\uff0c\u7ed3\u5408 Wikipedia \u641c\u7d22\u5de5\u5177\u3002<\/li>\n<li><strong>\u542f\u52a8\u6a21\u578b\u670d\u52a1<\/strong><br \/>\nReCall \u4f7f\u7528 SGLang \u8fdb\u884c\u6a21\u578b\u670d\u52a1\u3002\u542f\u52a8\u670d\u52a1\u793a\u4f8b\uff1a<\/p>\n<pre><code>python3 -m sglang.launch_server \\\r\n--served-model-name {trained\/model\/name} \\\r\n--model-path {trained\/model\/path} \\\r\n--tp 2 \\\r\n--context-length 8192 \\\r\n--enable-metrics \\\r\n--dtype bfloat16 \\\r\n--host 0.0.0.0 \\\r\n--port 80 \\\r\n--trust-remote-code \\\r\n--disable-overlap \\\r\n--disable-radix-cache\r\n<\/code><\/pre>\n<p>\u7528\u6237\u53ef\u66ff\u6362\u00a0<code>{trained\/model\/name}<\/code>\u00a0\u548c\u00a0<code>{trained\/model\/path}<\/code> \u4e3a\u81ea\u5df1\u7684\u6a21\u578b\u540d\u79f0\u548c\u8def\u5f84\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>ReCall \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5927\u6a21\u578b\u8fdb\u884c\u5de5\u5177\u8c03\u7528\u63a8\u7406\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u529f\u80fd\u548c\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<ol>\n<li><strong>\u5de5\u5177\u8c03\u7528\u63a8\u7406<\/strong><br \/>\nReCall \u5141\u8bb8\u6a21\u578b\u81ea\u4e3b\u9009\u62e9\u548c\u4f7f\u7528\u5de5\u5177\uff0c\u4f8b\u5982\u641c\u7d22\u3001\u8ba1\u7b97\u5668\u6216\u81ea\u5b9a\u4e49\u5de5\u5177\u3002\u6838\u5fc3\u7c7b\u00a0<code>ReCall<\/code>\u00a0\u8d1f\u8d23\u6a21\u578b\u751f\u6210\u548c\u5de5\u5177\u6267\u884c\u7684\u534f\u8c03\u3002\u7528\u6237\u53ef\u53c2\u8003\u00a0<code>scripts\/inference\/re_call_use_case.py<\/code>\u00a0\u793a\u4f8b\u811a\u672c\uff0c\u4e86\u89e3\u5982\u4f55\u8c03\u7528\u5de5\u5177\u5b8c\u6210\u4efb\u52a1\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u8f93\u5165\u4e00\u4e2a\u590d\u6742\u95ee\u9898\uff08\u5982\u591a\u8df3\u95ee\u7b54\uff09\u3002<\/li>\n<li>\u6a21\u578b\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\uff08\u5982 Wikipedia \u641c\u7d22\uff09\u3002<\/li>\n<li>\u8fd4\u56de\u7ed3\u6784\u5316\u7684\u63a8\u7406\u7ed3\u679c\u3002<br \/>\n\u7528\u6237\u53ea\u9700\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u8c03\u7528\u00a0<code>ReCall<\/code> \u7c7b\u63a5\u53e3\uff0c\u4f20\u5165\u95ee\u9898\u548c\u5de5\u5177\u914d\u7f6e\u5373\u53ef\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5408\u6210\u6570\u636e\u96c6\u751f\u6210<\/strong><br \/>\nReCall \u63d0\u4f9b SynTool \u6570\u636e\u96c6\uff0c\u652f\u6301\u751f\u6210\u591a\u6837\u5316\u73af\u5883\u548c\u591a\u6b65\u4efb\u52a1\u6570\u636e\u3002\u7528\u6237\u53ef\u8fd0\u884c\u00a0<code>data\/prepare_musique_recall.py<\/code>\u00a0\u811a\u672c\uff0c\u751f\u6210\u81ea\u5b9a\u4e49\u6570\u636e\u96c6\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>python data\/prepare_musique_recall.py\r\n<\/code><\/pre>\n<p>\u811a\u672c\u4f1a\u6839\u636e\u7528\u6237\u5b9a\u4e49\u7684\u5de5\u5177\uff08\u5982 Wikipedia \u641c\u7d22\uff09\u751f\u6210\u8bad\u7ec3\u6570\u636e\uff0c\u9002\u7528\u4e8e\u590d\u6742\u63a8\u7406\u4efb\u52a1\u3002\u751f\u6210\u7684\u8bad\u7ec3\u6570\u636e\u53ef\u76f4\u63a5\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u591a\u8df3\u95ee\u7b54\u8bc4\u4f30<\/strong><br \/>\nReCall \u4f7f\u7528 FlashRAG \u4f5c\u4e3a\u591a\u8df3\u95ee\u7b54\u7684\u8bc4\u4f30\u73af\u5883\u3002\u7528\u6237\u53ef\u4e0b\u8f7d\u8bc4\u4f30\u6570\u636e\u96c6\u5e76\u8fd0\u884c\u6d4b\u8bd5\uff1a<\/p>\n<pre><code># \u4e0b\u8f7d FlashRAG \u8bc4\u4f30\u6570\u636e\uff08\u89c1 GitHub \u8bf4\u660e\uff09\r\n<\/code><\/pre>\n<p>\u8bc4\u4f30\u7ed3\u679c\u53ef\u9a8c\u8bc1\u6a21\u578b\u5728\u591a\u6b65\u63a8\u7406\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\uff0c\u9002\u7528\u4e8e\u6d4b\u8bd5\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u5de5\u5177\u5f00\u53d1<\/strong><br \/>\n\u7528\u6237\u53ef\u5b9a\u4e49\u4efb\u610f\u5de5\u5177\uff0c\u6269\u5c55 ReCall \u7684\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u6dfb\u52a0\u4e00\u4e2a\u8ba1\u7b97\u5668\u5de5\u5177\uff1a<\/p>\n<ul>\n<li>\u5728\u4ee3\u7801\u4e2d\u5b9a\u4e49\u5de5\u5177\u63a5\u53e3\uff0c\u6307\u5b9a\u8f93\u5165\u8f93\u51fa\u683c\u5f0f\u3002<\/li>\n<li>\u5c06\u5de5\u5177\u914d\u7f6e\u96c6\u6210\u5230\u00a0<code>ReCall<\/code>\u00a0\u7c7b\u4e2d\u3002<\/li>\n<li>\u8fd0\u884c\u8bad\u7ec3\u6216\u63a8\u7406\u811a\u672c\uff0c\u6d4b\u8bd5\u65b0\u5de5\u5177\u6548\u679c\u3002<br \/>\n\u5177\u4f53\u5b9e\u73b0\u53ef\u53c2\u8003 GitHub \u63d0\u4f9b\u7684\u6587\u6863\u548c\u793a\u4f8b\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>ReCall \u7684\u7279\u8272\u5728\u4e8e\u65e0\u9700\u76d1\u7763\u6570\u636e\uff0c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u5b9e\u73b0\u5de5\u5177\u8c03\u7528\u63a8\u7406\u3002\u4ee5\u4e0b\u662f\u7279\u8272\u529f\u80fd\u7684\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li><strong>\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3<\/strong>\uff1aReCall \u4f7f\u7528\u00a0<code>verl<\/code>\u00a0\u6846\u67b6\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u3002\u7528\u6237\u53ef\u914d\u7f6e\u8bad\u7ec3\u53c2\u6570\uff0c\u8fd0\u884c\u8bad\u7ec3\u811a\u672c\uff1a\n<pre><code># \u793a\u4f8b\u8bad\u7ec3\u547d\u4ee4\uff08\u5177\u4f53\u53c2\u6570\u89c1 GitHub \u6587\u6863\uff09\r\npython train.py --config {config_file}\r\n<\/code><\/pre>\n<p>\u8bad\u7ec3\u8fc7\u7a0b\u5229\u7528 SynTool \u548c MuSiQue \u6570\u636e\u96c6\uff0c\u4f18\u5316\u6a21\u578b\u7684\u5de5\u5177\u9009\u62e9\u548c\u63a8\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>\u7075\u6d3b\u5de5\u5177\u7ec4\u5408<\/strong>\uff1a\u7528\u6237\u53ef\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u5b9a\u4e49\u591a\u4e2a\u5de5\u5177\uff08\u5982\u641c\u7d22\u3001\u6570\u636e\u5e93\u67e5\u8be2\u7b49\uff09\uff0c\u6a21\u578b\u4f1a\u6839\u636e\u4efb\u52a1\u81ea\u52a8\u9009\u62e9\u548c\u7ec4\u5408\u5de5\u5177\u3002\u64cd\u4f5c\u6b65\u9aa4\uff1a\n<ol>\n<li>\u7f16\u8f91\u5de5\u5177\u914d\u7f6e\u6587\u4ef6\uff08\u5982 YAML \u683c\u5f0f\uff09\u3002<\/li>\n<li>\u52a0\u8f7d\u5230\u00a0<code>ReCall<\/code>\u00a0\u7c7b\u3002<\/li>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff0c\u89c2\u5bdf\u6a21\u578b\u5982\u4f55\u52a8\u6001\u8c03\u7528\u5de5\u5177\u3002<\/li>\n<\/ol>\n<\/li>\n<li><strong>\u9ad8\u6548\u6a21\u578b\u670d\u52a1<\/strong>\uff1a\u57fa\u4e8e SGLang \u7684\u6a21\u578b\u670d\u52a1\u652f\u6301\u9ad8\u5e76\u53d1\u63a8\u7406\uff0c\u9002\u5408\u751f\u4ea7\u73af\u5883\u3002\u7528\u6237\u53ef\u901a\u8fc7 API \u8c03\u7528\u6a21\u578b\uff0c\u5904\u7406\u5b9e\u65f6\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u786c\u4ef6\u652f\u6301\uff08\u5982 GPU \u7528\u4e8e\u00a0<code>faiss-gpu<\/code>\u00a0\u548c\u00a0<code>flash-attn<\/code>\uff09\u3002<\/li>\n<li>\u5b9a\u671f\u68c0\u67e5 GitHub \u4ed3\u5e93\u66f4\u65b0\uff0c\u83b7\u53d6\u6700\u65b0\u529f\u80fd\u548c\u4fee\u590d\u3002<\/li>\n<li>\u8bad\u7ec3\u548c\u63a8\u7406\u9700\u8981\u8f83\u5927\u5185\u5b58\u548c\u5b58\u50a8\u7a7a\u95f4\uff0c\u5efa\u8bae\u63d0\u524d\u51c6\u5907\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u591a\u8df3\u95ee\u7b54\u7cfb\u7edf\u5f00\u53d1<\/strong><br \/>\nReCall \u53ef\u7528\u4e8e\u5f00\u53d1\u9700\u8981\u591a\u6b65\u63a8\u7406\u7684\u95ee\u7b54\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u56de\u7b54\u201c\u67d0\u5386\u53f2\u4eba\u7269\u7684\u51fa\u751f\u5730\u6240\u5c5e\u56fd\u5bb6\u5728 19 \u4e16\u7eaa\u7684\u9996\u90fd\u662f\u54ea\u91cc\uff1f\u201d\u65f6\uff0c\u6a21\u578b\u53ef\u901a\u8fc7 Wikipedia \u641c\u7d22\u5de5\u5177\u5206\u6b65\u63a8\u7406\uff0c\u83b7\u53d6\u51c6\u786e\u7b54\u6848\u3002\u9002\u5408\u6559\u80b2\u3001\u77e5\u8bc6\u95ee\u7b54\u5e73\u53f0\u5f00\u53d1\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u4efb\u52a1\u5904\u7406<\/strong><br \/>\nReCall \u80fd\u7ed3\u5408\u591a\u79cd\u5de5\u5177\uff08\u5982\u8ba1\u7b97\u5668\u3001\u6570\u636e\u5e93\u67e5\u8be2\uff09\u81ea\u52a8\u5316\u5904\u7406\u590d\u6742\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u4f01\u4e1a\u53ef\u4f7f\u7528 ReCall \u5f00\u53d1\u667a\u80fd\u4f53\uff0c\u81ea\u52a8\u5206\u6790\u9500\u552e\u6570\u636e\u5e76\u751f\u6210\u62a5\u544a\u3002<\/li>\n<li><strong>AI \u7814\u7a76\u4e0e\u5b9e\u9a8c<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u5229\u7528 ReCall \u7684\u5408\u6210\u6570\u636e\u96c6\u548c\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u63a2\u7d22\u5927\u6a21\u578b\u5728\u5de5\u5177\u8c03\u7528\u548c\u590d\u6742\u63a8\u7406\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u548c\u7b97\u6cd5\u5f00\u53d1\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>ReCall \u652f\u6301\u54ea\u4e9b\u5de5\u5177\uff1f<\/strong><br \/>\nReCall \u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u4efb\u610f\u5de5\u5177\uff0c\u5982\u641c\u7d22\u3001\u8ba1\u7b97\u5668\u3001\u6570\u636e\u5e93\u67e5\u8be2\u7b49\u3002\u7528\u6237\u53ef\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u6dfb\u52a0\u65b0\u5de5\u5177\uff0c\u5177\u4f53\u53c2\u8003 GitHub \u793a\u4f8b\u3002<\/li>\n<li><strong>\u5982\u4f55\u5f00\u59cb\u4f7f\u7528 ReCall\uff1f<\/strong><br \/>\n\u514b\u9686 GitHub \u4ed3\u5e93\uff0c\u5b89\u88c5\u4f9d\u8d56\uff0c\u4e0b\u8f7d\u9884\u5904\u7406\u6570\u636e\u6216\u751f\u6210\u81ea\u5b9a\u4e49\u6570\u636e\uff0c\u7136\u540e\u8fd0\u884c\u793a\u4f8b\u811a\u672c\u5373\u53ef\u3002\u8be6\u7ec6\u6b65\u9aa4\u89c1\u201c\u4f7f\u7528\u5e2e\u52a9\u201d\u3002<\/li>\n<li><strong>ReCall \u4e0e ReSearch \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><br \/>\nReCall \u662f ReSearch \u7684\u5347\u7ea7\u7248\uff0c\u652f\u6301\u66f4\u591a\u5de5\u5177\u548c\u66f4\u590d\u6742\u7684\u63a8\u7406\u4efb\u52a1\uff0c\u53ef\u4f5c\u4e3a ReSearch \u7684\u76f4\u63a5\u66ff\u4ee3\u3002<\/li>\n<li><strong>\u9700\u8981\u591a\u5927\u5b58\u50a8\u7a7a\u95f4\uff1f<\/strong><br \/>\n\u8bad\u7ec3\u548c\u8bc4\u4f30\u9700\u8981\u8f83\u5927\u5b58\u50a8\u7a7a\u95f4\uff0c\u4f8b\u5982 FlashRAG \u8bc4\u4f30\u6570\u636e\u53ef\u80fd\u5360\u7528\u6570\u5341 GB\uff0c\u5efa\u8bae\u63d0\u524d\u68c0\u67e5\u786c\u4ef6\u5bb9\u91cf\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>ReCall 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&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62356,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,365],"class_list":["post-31971","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-damoxingweidiao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31971","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=31971"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31971\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62356"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=31971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=31971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=31971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}